v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems Steffen Eger Gözde Gül Sahin Andreas Rucklé Ji-Ung Lee Claudia Schulz Mohsen Mesgar Krishnkant Swarnkar Edwin Simpson Iryna Gurevych AAML 122 163 0 27 Mar 2019
Multilevel Text Normalization with Sequence-to-Sequence Networks and Multisource Learning Tatyana Ruzsics T. Samardžić 17 1 0 27 Mar 2019
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition Mengnan Du Ninghao Liu Fan Yang Shuiwang Ji Helen Zhou FAtt 71 51 0 27 Mar 2019
ner and pos when nothing is capitalized Stephen D. Mayhew Tatiana Tsygankova Dan Roth 58 30 0 27 Mar 2019
Simple Applications of BERT for Ad Hoc Document Retrieval Wei Yang Haotian Zhang Jimmy J. Lin 111 198 0 26 Mar 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 247 2,996 0 26 Mar 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 131 607 0 25 Mar 2019
Argument Mining for Understanding Peer Reviews Xinyu Hua M. Nikolov Nikhil Badugu Lu Wang LRM 83 82 0 25 Mar 2019
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 92 130 0 22 Mar 2019
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Chi Sun Luyao Huang Xipeng Qiu 78 616 0 22 Mar 2019
LINSPECTOR: Multilingual Probing Tasks for Word Representations Gözde Gül Sahin Clara Vania Ilia Kuznetsov Iryna Gurevych 73 44 0 22 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 139 735 0 21 Mar 2019
Column2Vec: Structural Understanding via Distributed Representations of Database Schemas Michael J. Mior Alexander Ororbia 26 2 0 20 Mar 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 103 796 0 19 Mar 2019
When redundancy is useful: A Bayesian approach to óverinformative' referring expressions Judith Degen Robert D. Hawkins Caroline Graf Elisa Kreiss Noah D. Goodman 74 81 0 19 Mar 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 52 198 0 19 Mar 2019
Improving Lemmatization of Non-Standard Languages with Joint Learning Enrique Manjavacas Ákos Kádár M. Kestemont 34 48 0 16 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 111 441 0 14 Mar 2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 119 54 0 13 Mar 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 77 26 0 13 Mar 2019
Syntax-aware Neural Semantic Role Labeling with Supertags Jungo Kasai Dan Friedman Robert Frank Dragomir R. Radev Owen Rambow VLM 72 37 0 12 Mar 2019
Character Eyes: Seeing Language through Character-Level Taggers Yuval Pinter Marc Marone Jacob Eisenstein 61 7 0 12 Mar 2019
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task Xuan-Son Vu Thanh Tien Vu Son N. Tran Lili Jiang 51 6 0 11 Mar 2019
HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing Wei Jiang Zhenghua Li Yu Zhang Min Zhang 81 20 0 11 Mar 2019
Efficiently Reusing Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: Methodology Study Honghan Wu K. Hodgson Sue Dyson K. Morley Zina M. Ibrahim Ehtesham Iqbal Robert Stewart Richard J. B. Dobson C. Sudlow 63 11 0 10 Mar 2019
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 128 196 0 08 Mar 2019
Context-Aware Cross-Lingual Mapping Hanan Aldarmaki Mona T. Diab 87 58 0 08 Mar 2019
Option Comparison Network for Multiple-choice Reading Comprehension Qiu Ran Peng Li Weiwei Hu Jie Zhou 64 61 0 07 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 98 37 0 06 Mar 2019
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Daniel Hershcovich Zohar Aizenbud Leshem Choshen Elior Sulem A. Rappoport Omri Abend 92 36 0 06 Mar 2019
SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification Sanghwan Bae Jihun Choi Sang-goo Lee 59 6 0 06 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 82 83 0 04 Mar 2019
neuralRank: Searching and ranking ANN-based model repositories N. Desai Linsong Chu R. Ganti Sebastian Stein Mudhakar Srivatsa 9 0 0 02 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 126 967 0 01 Mar 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 131 216 0 01 Mar 2019
Efficient Contextual Representation Learning Without Softmax Layer Liunian Harold Li Patrick H. Chen Cho-Jui Hsieh Kai-Wei Chang 59 6 0 28 Feb 2019
Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents Manxing Du Alexander I. Cowen-Rivers Ying Wen Phu Sakulwongtana Jun Wang M. Brorsson R. State 23 1 0 28 Feb 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 106 23 0 28 Feb 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 97 558 0 28 Feb 2019
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions Omid Rohanian Shiva Taslimipoor Samaneh Kouchaki L. Ha R. Mitkov 69 27 0 27 Feb 2019
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining Sai Prasanna Sri Ananda Seelan 30 5 0 27 Feb 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 72 79 0 27 Feb 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 74 132 0 27 Feb 2019
A Framework for Decoding Event-Related Potentials from Text Shaorong Yan A. White 26 0 0 27 Feb 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 63 4 0 26 Feb 2019
SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Baohua Sun Lin Yang Wenhan Zhang Michael Lin Patrick Dong Charles Young Jason Dong LMTD 17 9 0 26 Feb 2019
Context Vectors are Reflections of Word Vectors in Half the Dimensions Z. Assylbekov Rustem Takhanov 28 10 0 26 Feb 2019
Recursive Subtree Composition in LSTM-Based Dependency Parsing Miryam de Lhoneux Miguel Ballesteros Joakim Nivre 64 13 0 26 Feb 2019
Polyglot Contextual Representations Improve Crosslingual Transfer Phoebe Mulcaire Jungo Kasai Noah A. Smith 82 69 0 26 Feb 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 92 211 0 25 Feb 2019